Changelog

0.0.2

• Reorganization of imports

• Documentation of distribution class

• Hideable mean in violin plot

• Consistency of various plotting functions

  • plotting functions return created figure and axis objects

  • plotting functions have optional parameter showplot resulting in display of the figure

  • same parameter naming

• controllable width for box and violin plot

• dedicated plotting functions for 1D distributions plots e.g. generate_boxplot(...)

0.0.1

Features in first version:

• Uncertainty-aware Principle Component Analysis

• Uncertainty-aware Multi-dimensional Scaling

• Basic visualizations:

  • N-dimensional distributions: scatterplot matrices, iso-lines of probability distribution

  • 1D distributions: box plots, violin plots, dot plots